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A Bound for Non-subgraph Isomorphism.

Authors :
Hutchison, David
Kanade, Takeo
Kittler, Josef
Kleinberg, Jon M.
Mattern, Friedemann
Mitchell, John C.
Naor, Moni
Nierstrasz, Oscar
Pandu Rangan, C.
Steffen, Bernhard
Sudan, Madhu
Terzopoulos, Demetri
Tygar, Doug
Vardi, Moshe Y.
Weikum, Gerhard
Escolano, Francisco
Vento, Mario
Schellewald, Christian
Source :
Graph-Based Representations in Pattern Recognition (978-3-540-72902-0); 2007, p71-80, 10p
Publication Year :
2007

Abstract

In this paper we propose a new lower bound to a subgraph isomorphism problem. This bound can provide a proof that no subgraph isomorphism between two graphs can be found. The computation is based on the SDP relaxation of a - to the best of our knowledge - new combinatorial optimisation formulation for subgraph isomorphism. We consider problem instances where only the structures of the two graph instances are given and therefore we deal with simple graphs in the first place. The idea is based on the fact that a subgraph isomorphism for such problem instances always leads to 0 as lowest possible optimal objective value for our combinatorial optimisation problem formulation. Therefore, a lower bound that is larger than 0 represents a proof that a subgraph isomorphism don't exist in the problem instance. But note that conversely, a negative lower bound does not imply that a subgraph isomorphism must be present and only indicates that a subgraph isomorphism is still possible. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540729020
Database :
Supplemental Index
Journal :
Graph-Based Representations in Pattern Recognition (978-3-540-72902-0)
Publication Type :
Book
Accession number :
33152531
Full Text :
https://doi.org/10.1007/978-3-540-72903-7_7